Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 2240 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 179 |
| Duplicate rows (%) | 8.0% |
| Total size in memory | 542.6 KiB |
| Average record size in memory | 248.1 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 13 |
| DateTime | 1 |
| Dataset has 179 (8.0%) duplicate rows | Duplicates |
AcceptedCmp3 is highly imbalanced (62.4%) | Imbalance |
AcceptedCmp4 is highly imbalanced (61.7%) | Imbalance |
AcceptedCmp5 is highly imbalanced (62.4%) | Imbalance |
AcceptedCmp1 is highly imbalanced (65.6%) | Imbalance |
AcceptedCmp2 is highly imbalanced (89.7%) | Imbalance |
Complain is highly imbalanced (92.3%) | Imbalance |
TotalAcceptedCmp is highly imbalanced (57.2%) | Imbalance |
Recency has 28 (1.2%) zeros | Zeros |
MntFruits has 400 (17.9%) zeros | Zeros |
MntFishProducts has 384 (17.1%) zeros | Zeros |
MntSweetProducts has 419 (18.7%) zeros | Zeros |
MntGoldProds has 61 (2.7%) zeros | Zeros |
NumDealsPurchases has 46 (2.1%) zeros | Zeros |
NumWebPurchases has 49 (2.2%) zeros | Zeros |
NumCatalogPurchases has 586 (26.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-16 17:58:17.212611 |
|---|---|
| Analysis finished | 2024-02-16 17:58:51.399612 |
| Duration | 34.19 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
Year_Birth
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1968.8058 |
| Minimum | 1893 |
|---|---|
| Maximum | 1996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 1893 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1959 |
| median | 1970 |
| Q3 | 1977 |
| 95-th percentile | 1988 |
| Maximum | 1996 |
| Range | 103 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.984069 |
|---|---|
| Coefficient of variation (CV) | 0.0060869739 |
| Kurtosis | 0.71746444 |
| Mean | 1968.8058 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.34994386 |
| Sum | 4410125 |
| Variance | 143.61792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1976 | 89 | 4.0% |
| 1971 | 87 | 3.9% |
| 1975 | 83 | 3.7% |
| 1972 | 79 | 3.5% |
| 1978 | 77 | 3.4% |
| 1970 | 77 | 3.4% |
| 1973 | 74 | 3.3% |
| 1965 | 74 | 3.3% |
| 1969 | 71 | 3.2% |
| 1974 | 69 | 3.1% |
| Other values (49) | 1460 |
| Value | Count | Frequency (%) |
| 1893 | 1 | < 0.1% |
| 1899 | 1 | < 0.1% |
| 1900 | 1 | < 0.1% |
| 1940 | 1 | < 0.1% |
| 1941 | 1 | < 0.1% |
| 1943 | 7 | |
| 1944 | 7 | |
| 1945 | 8 | |
| 1946 | 16 | |
| 1947 | 16 |
| Value | Count | Frequency (%) |
| 1996 | 2 | 0.1% |
| 1995 | 5 | 0.2% |
| 1994 | 3 | 0.1% |
| 1993 | 5 | 0.2% |
| 1992 | 13 | |
| 1991 | 15 | |
| 1990 | 18 | |
| 1989 | 30 | |
| 1988 | 29 | |
| 1987 | 27 |
Education
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| Undergraduate | |
|---|---|
| Postgraduate | |
| 2n Cycle | |
| Below Undergraduate | 54 |
Length
| Max length | 19 |
|---|---|
| Median length | 13 |
| Mean length | 12.309375 |
| Min length | 8 |
Characters and Unicode
| Total characters | 27573 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Undergraduate |
|---|---|
| 2nd row | Undergraduate |
| 3rd row | Undergraduate |
| 4th row | Undergraduate |
| 5th row | Postgraduate |
Common Values
| Value | Count | Frequency (%) |
| Undergraduate | 1127 | |
| Postgraduate | 856 | |
| 2n Cycle | 203 | 9.1% |
| Below Undergraduate | 54 | 2.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| undergraduate | 1181 | |
| postgraduate | 856 | |
| 2n | 203 | 8.1% |
| cycle | 203 | 8.1% |
| below | 54 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 4074 | |
| e | 3475 | |
| d | 3218 | |
| r | 3218 | |
| t | 2893 | |
| g | 2037 | |
| u | 2037 | |
| n | 1384 | 5.0% |
| U | 1181 | 4.3% |
| o | 910 | 3.3% |
| Other values (10) | 3146 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24819 | |
| Uppercase Letter | 2294 | 8.3% |
| Space Separator | 257 | 0.9% |
| Decimal Number | 203 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4074 | |
| e | 3475 | |
| d | 3218 | |
| r | 3218 | |
| t | 2893 | |
| g | 2037 | |
| u | 2037 | |
| n | 1384 | 5.6% |
| o | 910 | 3.7% |
| s | 856 | 3.4% |
| Other values (4) | 717 | 2.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1181 | |
| P | 856 | |
| C | 203 | 8.8% |
| B | 54 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 257 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 203 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27113 | |
| Common | 460 | 1.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 4074 | |
| e | 3475 | |
| d | 3218 | |
| r | 3218 | |
| t | 2893 | |
| g | 2037 | |
| u | 2037 | |
| n | 1384 | 5.1% |
| U | 1181 | 4.4% |
| o | 910 | 3.4% |
| Other values (8) | 2686 |
Common
| Value | Count | Frequency (%) |
| 257 | ||
| 2 | 203 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27573 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 4074 | |
| e | 3475 | |
| d | 3218 | |
| r | 3218 | |
| t | 2893 | |
| g | 2037 | |
| u | 2037 | |
| n | 1384 | 5.0% |
| U | 1181 | 4.3% |
| o | 910 | 3.3% |
| Other values (10) | 3146 |
Marital_Status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| In a Relationship | |
|---|---|
| Single |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 13.091071 |
| Min length | 6 |
Characters and Unicode
| Total characters | 29324 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Single |
| 3rd row | In a Relationship |
| 4th row | In a Relationship |
| 5th row | In a Relationship |
Common Values
| Value | Count | Frequency (%) |
| In a Relationship | 1444 | |
| Single | 796 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| in | 1444 | |
| a | 1444 | |
| relationship | 1444 | |
| single | 796 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 3684 | |
| i | 3684 | |
| 2888 | ||
| a | 2888 | |
| e | 2240 | 7.6% |
| l | 2240 | 7.6% |
| I | 1444 | 4.9% |
| R | 1444 | 4.9% |
| t | 1444 | 4.9% |
| o | 1444 | 4.9% |
| Other values (5) | 5924 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22752 | |
| Uppercase Letter | 3684 | 12.6% |
| Space Separator | 2888 | 9.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 3684 | |
| i | 3684 | |
| a | 2888 | |
| e | 2240 | |
| l | 2240 | |
| t | 1444 | 6.3% |
| o | 1444 | 6.3% |
| s | 1444 | 6.3% |
| h | 1444 | 6.3% |
| p | 1444 | 6.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 1444 | |
| R | 1444 | |
| S | 796 |
Space Separator
| Value | Count | Frequency (%) |
| 2888 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26436 | |
| Common | 2888 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 3684 | |
| i | 3684 | |
| a | 2888 | |
| e | 2240 | |
| l | 2240 | |
| I | 1444 | 5.5% |
| R | 1444 | 5.5% |
| t | 1444 | 5.5% |
| o | 1444 | 5.5% |
| s | 1444 | 5.5% |
| Other values (4) | 4480 |
Common
| Value | Count | Frequency (%) |
| 2888 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29324 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 3684 | |
| i | 3684 | |
| 2888 | ||
| a | 2888 | |
| e | 2240 | 7.6% |
| l | 2240 | 7.6% |
| I | 1444 | 4.9% |
| R | 1444 | 4.9% |
| t | 1444 | 4.9% |
| o | 1444 | 4.9% |
| Other values (5) | 5924 |
Income
Real number (ℝ)
| Distinct | 1998 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52207.087 |
| Minimum | 1730 |
|---|---|
| Maximum | 666666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 1730 |
|---|---|
| 5-th percentile | 19101.05 |
| Q1 | 35434.75 |
| median | 51369 |
| Q3 | 68289.75 |
| 95-th percentile | 83927 |
| Maximum | 666666 |
| Range | 664936 |
| Interquartile range (IQR) | 32855 |
Descriptive statistics
| Standard deviation | 25073.376 |
|---|---|
| Coefficient of variation (CV) | 0.48026767 |
| Kurtosis | 160.50823 |
| Mean | 52207.087 |
| Median Absolute Deviation (MAD) | 16422.5 |
| Skewness | 6.7744652 |
| Sum | 1.1694387 × 108 |
| Variance | 6.2867418 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7500 | 12 | 0.5% |
| 35860 | 4 | 0.2% |
| 80134 | 3 | 0.1% |
| 18690 | 3 | 0.1% |
| 46098 | 3 | 0.1% |
| 63841 | 3 | 0.1% |
| 18929 | 3 | 0.1% |
| 83844 | 3 | 0.1% |
| 48432 | 3 | 0.1% |
| 39922 | 3 | 0.1% |
| Other values (1988) | 2200 |
| Value | Count | Frequency (%) |
| 1730 | 1 | |
| 2447 | 1 | |
| 3502 | 1 | |
| 4023 | 1 | |
| 4428 | 1 | |
| 4861 | 1 | |
| 5305 | 1 | |
| 5648 | 1 | |
| 6560 | 1 | |
| 6835 | 1 |
| Value | Count | Frequency (%) |
| 666666 | 1 | |
| 162397 | 1 | |
| 160803 | 1 | |
| 157733 | 1 | |
| 157243 | 1 | |
| 157146 | 1 | |
| 156924 | 1 | |
| 153924 | 1 | |
| 113734 | 1 | |
| 105471 | 1 |
Kidhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 899 | |
| 2 | 48 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 899 | |
| 2 | 48 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 899 | |
| 2 | 48 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 899 | |
| 2 | 48 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 899 | |
| 2 | 48 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 899 | |
| 2 | 48 | 2.1% |
Teenhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 52 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1158 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1158 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1158 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1158 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1158 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1158 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Dt_Customer
Date
| Distinct | 663 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| Minimum | 2012-07-30 00:00:00 |
|---|---|
| Maximum | 2014-06-29 00:00:00 |
Histogram with fixed size bins (bins=50)
Recency
Real number (ℝ)
ZEROS
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.109375 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 28 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 24 |
| median | 49 |
| Q3 | 74 |
| 95-th percentile | 94 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 28.962453 |
|---|---|
| Coefficient of variation (CV) | 0.58975405 |
| Kurtosis | -1.2018968 |
| Mean | 49.109375 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.0019866586 |
| Sum | 110005 |
| Variance | 838.82367 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 56 | 37 | 1.7% |
| 30 | 32 | 1.4% |
| 54 | 32 | 1.4% |
| 46 | 31 | 1.4% |
| 92 | 30 | 1.3% |
| 49 | 30 | 1.3% |
| 65 | 30 | 1.3% |
| 3 | 29 | 1.3% |
| 29 | 29 | 1.3% |
| 71 | 29 | 1.3% |
| Other values (90) | 1931 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 24 | |
| 2 | 28 | |
| 3 | 29 | |
| 4 | 27 | |
| 5 | 15 | |
| 6 | 21 | |
| 7 | 12 | |
| 8 | 25 | |
| 9 | 24 |
| Value | Count | Frequency (%) |
| 99 | 17 | |
| 98 | 22 | |
| 97 | 20 | |
| 96 | 25 | |
| 95 | 19 | |
| 94 | 26 | |
| 93 | 21 | |
| 92 | 30 | |
| 91 | 18 | |
| 90 | 20 |
MntWines
Real number (ℝ)
| Distinct | 776 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 303.93571 |
| Minimum | 0 |
|---|---|
| Maximum | 1493 |
| Zeros | 13 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 23.75 |
| median | 173.5 |
| Q3 | 504.25 |
| 95-th percentile | 1000 |
| Maximum | 1493 |
| Range | 1493 |
| Interquartile range (IQR) | 480.5 |
Descriptive statistics
| Standard deviation | 336.59739 |
|---|---|
| Coefficient of variation (CV) | 1.1074625 |
| Kurtosis | 0.59874359 |
| Mean | 303.93571 |
| Median Absolute Deviation (MAD) | 164.5 |
| Skewness | 1.1757706 |
| Sum | 680816 |
| Variance | 113297.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2 | 42 | 1.9% |
| 5 | 40 | 1.8% |
| 1 | 37 | 1.7% |
| 6 | 37 | 1.7% |
| 4 | 33 | 1.5% |
| 8 | 30 | 1.3% |
| 3 | 30 | 1.3% |
| 9 | 28 | 1.2% |
| 12 | 25 | 1.1% |
| 10 | 24 | 1.1% |
| Other values (766) | 1914 |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.6% |
| 1 | 37 | |
| 2 | 42 | |
| 3 | 30 | |
| 4 | 33 | |
| 5 | 40 | |
| 6 | 37 | |
| 7 | 22 | |
| 8 | 30 | |
| 9 | 28 |
| Value | Count | Frequency (%) |
| 1493 | 1 | |
| 1492 | 2 | |
| 1486 | 1 | |
| 1478 | 2 | |
| 1462 | 1 | |
| 1459 | 1 | |
| 1449 | 1 | |
| 1396 | 1 | |
| 1394 | 1 | |
| 1379 | 1 |
MntFruits
Real number (ℝ)
ZEROS
| Distinct | 158 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.302232 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 400 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 123 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 39.773434 |
|---|---|
| Coefficient of variation (CV) | 1.5121695 |
| Kurtosis | 4.0509763 |
| Mean | 26.302232 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.1020633 |
| Sum | 58917 |
| Variance | 1581.926 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 400 | 17.9% |
| 1 | 162 | 7.2% |
| 2 | 120 | 5.4% |
| 3 | 116 | 5.2% |
| 4 | 104 | 4.6% |
| 7 | 67 | 3.0% |
| 5 | 65 | 2.9% |
| 6 | 62 | 2.8% |
| 12 | 50 | 2.2% |
| 8 | 48 | 2.1% |
| Other values (148) | 1046 |
| Value | Count | Frequency (%) |
| 0 | 400 | |
| 1 | 162 | |
| 2 | 120 | 5.4% |
| 3 | 116 | 5.2% |
| 4 | 104 | 4.6% |
| 5 | 65 | 2.9% |
| 6 | 62 | 2.8% |
| 7 | 67 | 3.0% |
| 8 | 48 | 2.1% |
| 9 | 35 | 1.6% |
| Value | Count | Frequency (%) |
| 199 | 2 | |
| 197 | 1 | < 0.1% |
| 194 | 3 | |
| 193 | 2 | |
| 190 | 1 | < 0.1% |
| 189 | 1 | < 0.1% |
| 185 | 2 | |
| 184 | 1 | < 0.1% |
| 183 | 3 | |
| 181 | 1 | < 0.1% |
MntMeatProducts
Real number (ℝ)
| Distinct | 558 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.95 |
| Minimum | 0 |
|---|---|
| Maximum | 1725 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 16 |
| median | 67 |
| Q3 | 232 |
| 95-th percentile | 687.1 |
| Maximum | 1725 |
| Range | 1725 |
| Interquartile range (IQR) | 216 |
Descriptive statistics
| Standard deviation | 225.71537 |
|---|---|
| Coefficient of variation (CV) | 1.3519938 |
| Kurtosis | 5.5167241 |
| Mean | 166.95 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 2.0832331 |
| Sum | 373968 |
| Variance | 50947.429 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7 | 53 | 2.4% |
| 5 | 50 | 2.2% |
| 11 | 49 | 2.2% |
| 8 | 46 | 2.1% |
| 6 | 43 | 1.9% |
| 10 | 40 | 1.8% |
| 3 | 40 | 1.8% |
| 9 | 38 | 1.7% |
| 16 | 36 | 1.6% |
| 12 | 35 | 1.6% |
| Other values (548) | 1810 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 14 | 0.6% |
| 2 | 30 | |
| 3 | 40 | |
| 4 | 30 | |
| 5 | 50 | |
| 6 | 43 | |
| 7 | 53 | |
| 8 | 46 | |
| 9 | 38 |
| Value | Count | Frequency (%) |
| 1725 | 2 | |
| 1622 | 1 | |
| 1607 | 1 | |
| 1582 | 1 | |
| 984 | 1 | |
| 981 | 1 | |
| 974 | 1 | |
| 968 | 1 | |
| 961 | 1 | |
| 951 | 2 |
MntFishProducts
Real number (ℝ)
ZEROS
| Distinct | 182 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.525446 |
| Minimum | 0 |
|---|---|
| Maximum | 259 |
| Zeros | 384 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 12 |
| Q3 | 50 |
| 95-th percentile | 168.05 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 54.628979 |
|---|---|
| Coefficient of variation (CV) | 1.4557849 |
| Kurtosis | 3.0964609 |
| Mean | 37.525446 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.919769 |
| Sum | 84057 |
| Variance | 2984.3254 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 384 | 17.1% |
| 2 | 156 | 7.0% |
| 3 | 130 | 5.8% |
| 4 | 108 | 4.8% |
| 6 | 82 | 3.7% |
| 7 | 66 | 2.9% |
| 8 | 58 | 2.6% |
| 10 | 55 | 2.5% |
| 13 | 48 | 2.1% |
| 12 | 47 | 2.1% |
| Other values (172) | 1106 |
| Value | Count | Frequency (%) |
| 0 | 384 | |
| 1 | 10 | 0.4% |
| 2 | 156 | |
| 3 | 130 | 5.8% |
| 4 | 108 | 4.8% |
| 5 | 1 | < 0.1% |
| 6 | 82 | 3.7% |
| 7 | 66 | 2.9% |
| 8 | 58 | 2.6% |
| 10 | 55 | 2.5% |
| Value | Count | Frequency (%) |
| 259 | 1 | < 0.1% |
| 258 | 3 | |
| 254 | 1 | < 0.1% |
| 253 | 1 | < 0.1% |
| 250 | 3 | |
| 247 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| 242 | 1 | < 0.1% |
| 240 | 2 | |
| 237 | 2 |
MntSweetProducts
Real number (ℝ)
ZEROS
| Distinct | 177 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.062946 |
| Minimum | 0 |
|---|---|
| Maximum | 263 |
| Zeros | 419 |
| Zeros (%) | 18.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 126 |
| Maximum | 263 |
| Range | 263 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 41.280498 |
|---|---|
| Coefficient of variation (CV) | 1.5253512 |
| Kurtosis | 4.3765483 |
| Mean | 27.062946 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.1360807 |
| Sum | 60621 |
| Variance | 1704.0796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 419 | 18.7% |
| 1 | 161 | 7.2% |
| 2 | 128 | 5.7% |
| 3 | 101 | 4.5% |
| 4 | 82 | 3.7% |
| 5 | 65 | 2.9% |
| 6 | 64 | 2.9% |
| 7 | 57 | 2.5% |
| 8 | 56 | 2.5% |
| 12 | 45 | 2.0% |
| Other values (167) | 1062 |
| Value | Count | Frequency (%) |
| 0 | 419 | |
| 1 | 161 | 7.2% |
| 2 | 128 | 5.7% |
| 3 | 101 | 4.5% |
| 4 | 82 | 3.7% |
| 5 | 65 | 2.9% |
| 6 | 64 | 2.9% |
| 7 | 57 | 2.5% |
| 8 | 56 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 263 | 1 | < 0.1% |
| 262 | 1 | < 0.1% |
| 198 | 1 | < 0.1% |
| 197 | 1 | < 0.1% |
| 196 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 194 | 3 | |
| 192 | 3 | |
| 191 | 1 | < 0.1% |
| 189 | 2 |
MntGoldProds
Real number (ℝ)
ZEROS
| Distinct | 213 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.021875 |
| Minimum | 0 |
|---|---|
| Maximum | 362 |
| Zeros | 61 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 24 |
| Q3 | 56 |
| 95-th percentile | 165.05 |
| Maximum | 362 |
| Range | 362 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 52.167439 |
|---|---|
| Coefficient of variation (CV) | 1.1850345 |
| Kurtosis | 3.5517093 |
| Mean | 44.021875 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.8861056 |
| Sum | 98609 |
| Variance | 2721.4417 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 73 | 3.3% |
| 4 | 70 | 3.1% |
| 3 | 69 | 3.1% |
| 5 | 63 | 2.8% |
| 12 | 63 | 2.8% |
| 2 | 62 | 2.8% |
| 0 | 61 | 2.7% |
| 6 | 57 | 2.5% |
| 7 | 54 | 2.4% |
| 10 | 49 | 2.2% |
| Other values (203) | 1619 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 73 | |
| 2 | 62 | |
| 3 | 69 | |
| 4 | 70 | |
| 5 | 63 | |
| 6 | 57 | |
| 7 | 54 | |
| 8 | 40 | |
| 9 | 44 |
| Value | Count | Frequency (%) |
| 362 | 1 | |
| 321 | 1 | |
| 291 | 1 | |
| 262 | 1 | |
| 249 | 1 | |
| 248 | 1 | |
| 247 | 1 | |
| 246 | 1 | |
| 245 | 1 | |
| 242 | 2 |
NumDealsPurchases
Real number (ℝ)
ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.325 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 46 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9322375 |
|---|---|
| Coefficient of variation (CV) | 0.83106989 |
| Kurtosis | 8.9369143 |
| Mean | 2.325 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4185694 |
| Sum | 5208 |
| Variance | 3.7335418 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 1 | 970 | |
| 2 | 497 | |
| 3 | 297 | 13.3% |
| 4 | 189 | 8.4% |
| 5 | 94 | 4.2% |
| 6 | 61 | 2.7% |
| 0 | 46 | 2.1% |
| 7 | 40 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Other values (5) | 24 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 46 | 2.1% |
| 1 | 970 | |
| 2 | 497 | |
| 3 | 297 | 13.3% |
| 4 | 189 | 8.4% |
| 5 | 94 | 4.2% |
| 6 | 61 | 2.7% |
| 7 | 40 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 15 | 7 | 0.3% |
| 13 | 3 | 0.1% |
| 12 | 4 | 0.2% |
| 11 | 5 | 0.2% |
| 10 | 5 | 0.2% |
| 9 | 8 | 0.4% |
| 8 | 14 | 0.6% |
| 7 | 40 | |
| 6 | 61 | |
| 5 | 94 |
NumWebPurchases
Real number (ℝ)
ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0848214 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 49 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7787141 |
|---|---|
| Coefficient of variation (CV) | 0.68025352 |
| Kurtosis | 5.7031284 |
| Mean | 4.0848214 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.3827943 |
| Sum | 9150 |
| Variance | 7.7212523 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 2 | 373 | |
| 1 | 354 | |
| 3 | 336 | |
| 4 | 280 | |
| 5 | 220 | |
| 6 | 205 | |
| 7 | 155 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.3% |
| 0 | 49 | 2.2% |
| Other values (5) | 91 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 49 | 2.2% |
| 1 | 354 | |
| 2 | 373 | |
| 3 | 336 | |
| 4 | 280 | |
| 5 | 220 | |
| 6 | 205 | |
| 7 | 155 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.3% |
| Value | Count | Frequency (%) |
| 27 | 2 | 0.1% |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 11 | 44 | 2.0% |
| 10 | 43 | 1.9% |
| 9 | 75 | 3.3% |
| 8 | 102 | |
| 7 | 155 | |
| 6 | 205 | |
| 5 | 220 |
NumCatalogPurchases
Real number (ℝ)
ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6620536 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 586 |
| Zeros (%) | 26.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9231007 |
|---|---|
| Coefficient of variation (CV) | 1.0980623 |
| Kurtosis | 8.0474368 |
| Mean | 2.6620536 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.8809888 |
| Sum | 5963 |
| Variance | 8.5445174 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 586 | |
| 1 | 497 | |
| 2 | 276 | |
| 3 | 184 | 8.2% |
| 4 | 182 | 8.1% |
| 5 | 140 | 6.2% |
| 6 | 128 | 5.7% |
| 7 | 79 | 3.5% |
| 8 | 55 | 2.5% |
| 10 | 48 | 2.1% |
| Other values (4) | 65 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 586 | |
| 1 | 497 | |
| 2 | 276 | |
| 3 | 184 | 8.2% |
| 4 | 182 | 8.1% |
| 5 | 140 | 6.2% |
| 6 | 128 | 5.7% |
| 7 | 79 | 3.5% |
| 8 | 55 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 28 | 3 | 0.1% |
| 22 | 1 | < 0.1% |
| 11 | 19 | 0.8% |
| 10 | 48 | 2.1% |
| 9 | 42 | 1.9% |
| 8 | 55 | 2.5% |
| 7 | 79 | |
| 6 | 128 | |
| 5 | 140 | |
| 4 | 182 |
NumStorePurchases
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7901786 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 15 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.2509581 |
|---|---|
| Coefficient of variation (CV) | 0.56146077 |
| Kurtosis | -0.62204828 |
| Mean | 5.7901786 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.70223729 |
| Sum | 12970 |
| Variance | 10.568729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 3 | 490 | |
| 4 | 323 | |
| 2 | 223 | |
| 5 | 212 | |
| 6 | 178 | 7.9% |
| 8 | 149 | 6.7% |
| 7 | 143 | 6.4% |
| 10 | 125 | 5.6% |
| 9 | 106 | 4.7% |
| 12 | 105 | 4.7% |
| Other values (4) | 186 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.7% |
| 1 | 7 | 0.3% |
| 2 | 223 | |
| 3 | 490 | |
| 4 | 323 | |
| 5 | 212 | |
| 6 | 178 | 7.9% |
| 7 | 143 | 6.4% |
| 8 | 149 | 6.7% |
| 9 | 106 | 4.7% |
| Value | Count | Frequency (%) |
| 13 | 83 | 3.7% |
| 12 | 105 | 4.7% |
| 11 | 81 | 3.6% |
| 10 | 125 | 5.6% |
| 9 | 106 | 4.7% |
| 8 | 149 | |
| 7 | 143 | |
| 6 | 178 | |
| 5 | 212 | |
| 4 | 323 |
NumWebVisitsMonth
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3165179 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 11 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.426645 |
|---|---|
| Coefficient of variation (CV) | 0.45643503 |
| Kurtosis | 1.8216138 |
| Mean | 5.3165179 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.20792556 |
| Sum | 11909 |
| Variance | 5.888606 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 7 | 393 | |
| 8 | 342 | |
| 6 | 340 | |
| 5 | 281 | |
| 4 | 218 | |
| 3 | 205 | |
| 2 | 202 | |
| 1 | 153 | 6.8% |
| 9 | 83 | 3.7% |
| 0 | 11 | 0.5% |
| Other values (6) | 12 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.5% |
| 1 | 153 | 6.8% |
| 2 | 202 | |
| 3 | 205 | |
| 4 | 218 | |
| 5 | 281 | |
| 6 | 340 | |
| 7 | 393 | |
| 8 | 342 | |
| 9 | 83 | 3.7% |
| Value | Count | Frequency (%) |
| 20 | 3 | 0.1% |
| 19 | 2 | 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 2 | 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 3 | 0.1% |
| 9 | 83 | 3.7% |
| 8 | 342 | |
| 7 | 393 | |
| 6 | 340 |
AcceptedCmp3
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | 163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
AcceptedCmp4
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | 167 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 1 | 167 | 7.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 1 | 167 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 1 | 167 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 1 | 167 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 1 | 167 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 1 | 167 | 7.5% |
AcceptedCmp5
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | 163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2077 | |
| 1 | 163 | 7.3% |
AcceptedCmp1
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | 144 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2096 | |
| 1 | 144 | 6.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2096 | |
| 1 | 144 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2096 | |
| 1 | 144 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2096 | |
| 1 | 144 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2096 | |
| 1 | 144 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2096 | |
| 1 | 144 | 6.4% |
AcceptedCmp2
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | 30 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2210 | |
| 1 | 30 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2210 | |
| 1 | 30 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2210 | |
| 1 | 30 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2210 | |
| 1 | 30 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2210 | |
| 1 | 30 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2210 | |
| 1 | 30 | 1.3% |
Complain
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2219 | |
| 1 | 21 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2219 | |
| 1 | 21 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2219 | |
| 1 | 21 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2219 | |
| 1 | 21 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2219 | |
| 1 | 21 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2219 | |
| 1 | 21 | 0.9% |
Response
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1906 | |
| 1 | 334 | 14.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1906 | |
| 1 | 334 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1906 | |
| 1 | 334 | 14.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1906 | |
| 1 | 334 | 14.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1906 | |
| 1 | 334 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1906 | |
| 1 | 334 | 14.9% |
Customer_For
Real number (ℝ)
| Distinct | 663 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 353.58214 |
| Minimum | 0 |
|---|---|
| Maximum | 699 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 180.75 |
| median | 355.5 |
| Q3 | 529 |
| 95-th percentile | 667 |
| Maximum | 699 |
| Range | 699 |
| Interquartile range (IQR) | 348.25 |
Descriptive statistics
| Standard deviation | 202.12251 |
|---|---|
| Coefficient of variation (CV) | 0.57164231 |
| Kurtosis | -1.1946504 |
| Mean | 353.58214 |
| Median Absolute Deviation (MAD) | 173.5 |
| Skewness | -0.015216086 |
| Sum | 792024 |
| Variance | 40853.51 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 667 | 12 | 0.5% |
| 655 | 11 | 0.5% |
| 500 | 11 | 0.5% |
| 48 | 11 | 0.5% |
| 313 | 10 | 0.4% |
| 38 | 10 | 0.4% |
| 85 | 9 | 0.4% |
| 98 | 9 | 0.4% |
| 543 | 9 | 0.4% |
| 120 | 9 | 0.4% |
| Other values (653) | 2139 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 4 | |
| 4 | 5 | |
| 5 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| 7 | 5 | |
| 8 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 699 | 1 | < 0.1% |
| 698 | 1 | < 0.1% |
| 697 | 4 | |
| 696 | 3 | |
| 695 | 5 | |
| 694 | 4 | |
| 693 | 1 | < 0.1% |
| 692 | 3 | |
| 691 | 4 | |
| 690 | 7 |
Kids
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 53 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Expenses
Real number (ℝ)
| Distinct | 1054 |
|---|---|
| Distinct (%) | 47.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 605.79821 |
| Minimum | 5 |
|---|---|
| Maximum | 2525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 68.75 |
| median | 396 |
| Q3 | 1045.5 |
| 95-th percentile | 1772.3 |
| Maximum | 2525 |
| Range | 2520 |
| Interquartile range (IQR) | 976.75 |
Descriptive statistics
| Standard deviation | 602.24929 |
|---|---|
| Coefficient of variation (CV) | 0.99414174 |
| Kurtosis | -0.34193682 |
| Mean | 605.79821 |
| Median Absolute Deviation (MAD) | 353 |
| Skewness | 0.86084051 |
| Sum | 1356988 |
| Variance | 362704.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 19 | 0.8% |
| 22 | 18 | 0.8% |
| 57 | 16 | 0.7% |
| 44 | 15 | 0.7% |
| 55 | 15 | 0.7% |
| 48 | 14 | 0.6% |
| 20 | 14 | 0.6% |
| 43 | 14 | 0.6% |
| 37 | 14 | 0.6% |
| 38 | 14 | 0.6% |
| Other values (1044) | 2087 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 2 | 0.1% |
| 8 | 4 | 0.2% |
| 9 | 2 | 0.1% |
| 10 | 5 | |
| 11 | 5 | |
| 12 | 2 | 0.1% |
| 13 | 6 | |
| 14 | 3 | 0.1% |
| 15 | 10 |
| Value | Count | Frequency (%) |
| 2525 | 2 | |
| 2524 | 1 | |
| 2486 | 1 | |
| 2440 | 1 | |
| 2352 | 1 | |
| 2349 | 1 | |
| 2346 | 1 | |
| 2302 | 2 | |
| 2283 | 1 | |
| 2279 | 1 |
TotalAcceptedCmp
Categorical
IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 83 |
| 3 | 44 |
| 4 | 11 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2240 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1777 | |
| 1 | 325 | 14.5% |
| 2 | 83 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1777 | |
| 1 | 325 | 14.5% |
| 2 | 83 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1777 | |
| 1 | 325 | 14.5% |
| 2 | 83 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1777 | |
| 1 | 325 | 14.5% |
| 2 | 83 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2240 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1777 | |
| 1 | 325 | 14.5% |
| 2 | 83 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2240 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1777 | |
| 1 | 325 | 14.5% |
| 2 | 83 | 3.7% |
| 3 | 44 | 2.0% |
| 4 | 11 | 0.5% |
NumTotalPurchases
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.862054 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 4 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 8 |
| median | 15 |
| Q3 | 21 |
| 95-th percentile | 27 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.6771726 |
|---|---|
| Coefficient of variation (CV) | 0.51656203 |
| Kurtosis | -0.89312271 |
| Mean | 14.862054 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.25211097 |
| Sum | 33291 |
| Variance | 58.938979 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 7 | 149 | 6.7% |
| 5 | 145 | 6.5% |
| 4 | 128 | 5.7% |
| 6 | 123 | 5.5% |
| 17 | 116 | 5.2% |
| 9 | 102 | 4.6% |
| 19 | 101 | 4.5% |
| 16 | 101 | 4.5% |
| 21 | 95 | 4.2% |
| 8 | 94 | 4.2% |
| Other values (29) | 1086 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.2% |
| 1 | 4 | 0.2% |
| 2 | 3 | 0.1% |
| 4 | 128 | |
| 5 | 145 | |
| 6 | 123 | |
| 7 | 149 | |
| 8 | 94 | |
| 9 | 102 | |
| 10 | 80 |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 4 | 0.2% |
| 33 | 4 | 0.2% |
| 32 | 12 | |
| 31 | 11 | |
| 30 | 11 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Year_Birth | Education | Marital_Status | Income | Kidhome | Teenhome | Dt_Customer | Recency | MntWines | MntFruits | MntMeatProducts | MntFishProducts | MntSweetProducts | MntGoldProds | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Response | Customer_For | Kids | Expenses | TotalAcceptedCmp | NumTotalPurchases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1957 | Undergraduate | Single | 58138.0 | 0 | 0 | 2012-09-04 | 58 | 635 | 88 | 546 | 172 | 88 | 88 | 3 | 8 | 10 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 663 | 0 | 1617 | 0 | 25 |
| 1 | 1954 | Undergraduate | Single | 46344.0 | 1 | 1 | 2014-03-08 | 38 | 11 | 1 | 6 | 2 | 1 | 6 | 2 | 1 | 1 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 113 | 2 | 27 | 0 | 6 |
| 2 | 1965 | Undergraduate | In a Relationship | 71613.0 | 0 | 0 | 2013-08-21 | 26 | 426 | 49 | 127 | 111 | 21 | 42 | 1 | 8 | 2 | 10 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 312 | 0 | 776 | 0 | 21 |
| 3 | 1984 | Undergraduate | In a Relationship | 26646.0 | 1 | 0 | 2014-02-10 | 26 | 11 | 4 | 20 | 10 | 3 | 5 | 2 | 2 | 0 | 4 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 139 | 1 | 53 | 0 | 8 |
| 4 | 1981 | Postgraduate | In a Relationship | 58293.0 | 1 | 0 | 2014-01-19 | 94 | 173 | 43 | 118 | 46 | 27 | 15 | 5 | 5 | 3 | 6 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 161 | 1 | 422 | 0 | 19 |
| 5 | 1967 | Postgraduate | In a Relationship | 62513.0 | 0 | 1 | 2013-09-09 | 16 | 520 | 42 | 98 | 0 | 42 | 14 | 2 | 6 | 4 | 10 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 293 | 1 | 716 | 0 | 22 |
| 6 | 1971 | Undergraduate | Single | 55635.0 | 0 | 1 | 2012-11-13 | 34 | 235 | 65 | 164 | 50 | 49 | 27 | 4 | 7 | 3 | 7 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 593 | 1 | 590 | 0 | 21 |
| 7 | 1985 | Postgraduate | In a Relationship | 33454.0 | 1 | 0 | 2013-05-08 | 32 | 76 | 10 | 56 | 3 | 1 | 23 | 2 | 4 | 0 | 4 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 417 | 1 | 169 | 0 | 10 |
| 8 | 1974 | Postgraduate | In a Relationship | 30351.0 | 1 | 0 | 2013-06-06 | 19 | 14 | 0 | 24 | 3 | 3 | 2 | 1 | 3 | 0 | 2 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 388 | 1 | 46 | 0 | 6 |
| 9 | 1950 | Postgraduate | In a Relationship | 5648.0 | 1 | 1 | 2014-03-13 | 68 | 28 | 0 | 6 | 1 | 1 | 13 | 1 | 1 | 0 | 0 | 20 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 108 | 2 | 49 | 1 | 2 |
| Year_Birth | Education | Marital_Status | Income | Kidhome | Teenhome | Dt_Customer | Recency | MntWines | MntFruits | MntMeatProducts | MntFishProducts | MntSweetProducts | MntGoldProds | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Response | Customer_For | Kids | Expenses | TotalAcceptedCmp | NumTotalPurchases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2230 | 1984 | Undergraduate | Single | 11012.0 | 1 | 0 | 2013-03-16 | 82 | 24 | 3 | 26 | 7 | 1 | 23 | 3 | 3 | 1 | 2 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 470 | 1 | 84 | 1 | 9 |
| 2231 | 1970 | Postgraduate | Single | 44802.0 | 0 | 0 | 2012-08-21 | 71 | 853 | 10 | 143 | 13 | 10 | 20 | 2 | 9 | 4 | 12 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 677 | 0 | 1049 | 0 | 27 |
| 2232 | 1986 | Undergraduate | Single | 26816.0 | 0 | 0 | 2012-08-17 | 50 | 5 | 1 | 6 | 3 | 4 | 3 | 1 | 0 | 0 | 3 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 681 | 0 | 22 | 0 | 4 |
| 2233 | 1977 | Undergraduate | In a Relationship | 666666.0 | 1 | 0 | 2013-06-02 | 23 | 9 | 14 | 18 | 8 | 1 | 12 | 4 | 3 | 1 | 3 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 392 | 1 | 62 | 0 | 11 |
| 2234 | 1974 | Undergraduate | In a Relationship | 34421.0 | 1 | 0 | 2013-07-01 | 81 | 3 | 3 | 7 | 6 | 2 | 9 | 1 | 1 | 0 | 2 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 363 | 1 | 30 | 0 | 4 |
| 2235 | 1967 | Undergraduate | In a Relationship | 61223.0 | 0 | 1 | 2013-06-13 | 46 | 709 | 43 | 182 | 42 | 118 | 247 | 2 | 9 | 3 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 381 | 1 | 1341 | 0 | 18 |
| 2236 | 1946 | Postgraduate | In a Relationship | 64014.0 | 2 | 1 | 2014-06-10 | 56 | 406 | 0 | 30 | 0 | 0 | 8 | 7 | 8 | 2 | 5 | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 19 | 3 | 444 | 1 | 22 |
| 2237 | 1981 | Undergraduate | Single | 56981.0 | 0 | 0 | 2014-01-25 | 91 | 908 | 48 | 217 | 32 | 12 | 24 | 1 | 2 | 3 | 13 | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 155 | 0 | 1241 | 1 | 19 |
| 2238 | 1956 | Postgraduate | In a Relationship | 69245.0 | 0 | 1 | 2014-01-24 | 8 | 428 | 30 | 214 | 80 | 30 | 61 | 2 | 6 | 5 | 10 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 156 | 1 | 843 | 0 | 23 |
| 2239 | 1954 | Postgraduate | In a Relationship | 52869.0 | 1 | 1 | 2012-10-15 | 40 | 84 | 3 | 61 | 2 | 1 | 21 | 3 | 3 | 1 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 622 | 2 | 172 | 0 | 11 |
Most frequently occurring
| Year_Birth | Education | Marital_Status | Income | Kidhome | Teenhome | Dt_Customer | Recency | MntWines | MntFruits | MntMeatProducts | MntFishProducts | MntSweetProducts | MntGoldProds | NumDealsPurchases | NumWebPurchases | NumCatalogPurchases | NumStorePurchases | NumWebVisitsMonth | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Response | Customer_For | Kids | Expenses | TotalAcceptedCmp | NumTotalPurchases | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 1952 | Undergraduate | In a Relationship | 83844.0 | 0 | 0 | 2013-05-12 | 57 | 901 | 31 | 345 | 75 | 31 | 191 | 1 | 4 | 4 | 11 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 413 | 0 | 1574 | 1 | 20 | 3 |
| 38 | 1959 | Undergraduate | In a Relationship | 18690.0 | 0 | 0 | 2012-12-28 | 77 | 6 | 1 | 7 | 23 | 4 | 19 | 1 | 1 | 1 | 2 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 548 | 0 | 60 | 0 | 5 | 3 |
| 79 | 1968 | Postgraduate | Single | 63841.0 | 0 | 1 | 2013-04-21 | 64 | 635 | 15 | 100 | 20 | 7 | 131 | 1 | 9 | 3 | 9 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 434 | 1 | 908 | 0 | 22 | 3 |
| 117 | 1974 | Undergraduate | In a Relationship | 67445.0 | 0 | 1 | 2012-08-12 | 63 | 757 | 80 | 217 | 29 | 80 | 11 | 5 | 9 | 6 | 12 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 686 | 1 | 1174 | 0 | 32 | 3 |
| 156 | 1983 | Undergraduate | In a Relationship | 39922.0 | 1 | 0 | 2013-02-14 | 30 | 29 | 12 | 59 | 19 | 1 | 36 | 2 | 3 | 0 | 4 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 500 | 1 | 156 | 0 | 9 | 3 |
| 174 | 1990 | Undergraduate | In a Relationship | 18929.0 | 0 | 0 | 2013-02-16 | 15 | 32 | 0 | 8 | 23 | 4 | 18 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 498 | 0 | 85 | 0 | 6 | 3 |
| 0 | 1943 | Postgraduate | Single | 48948.0 | 0 | 0 | 2013-02-01 | 53 | 437 | 8 | 206 | 160 | 49 | 42 | 2 | 7 | 10 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 513 | 0 | 902 | 1 | 24 | 2 |
| 1 | 1946 | Postgraduate | In a Relationship | 51012.0 | 0 | 0 | 2013-04-18 | 86 | 102 | 9 | 63 | 2 | 9 | 24 | 1 | 4 | 1 | 4 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 437 | 0 | 209 | 0 | 10 | 2 |
| 2 | 1946 | Postgraduate | In a Relationship | 64014.0 | 2 | 1 | 2014-06-10 | 56 | 406 | 0 | 30 | 0 | 0 | 8 | 7 | 8 | 2 | 5 | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 19 | 3 | 444 | 1 | 22 | 2 |
| 3 | 1946 | Postgraduate | In a Relationship | 66835.0 | 0 | 0 | 2013-09-28 | 21 | 620 | 26 | 195 | 34 | 17 | 141 | 1 | 6 | 4 | 13 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 274 | 0 | 1033 | 0 | 24 | 2 |